The ADIN blog
Better questions. Clearer decisions.
Practical guides and worked examples for founders, angel investors, scouts, limited partners, and fund managers.
433 / Fund managers
a sector specialist venture fund: Make the portfolio model understandable through a capital bridge and explicit operating assumptions.
Read the guide →434 / Founders
AI analytics copilots: Test urgency through behavior and consequences rather than a positive reaction to a demo.
Read the guide →435 / Angel investors
an early marketplace startup: Request evidence that corresponds to the company's current claims and the decision you are considering.
Read the guide →436 / Limited partners
a generalist venture fund: Test whether the proposed strategy is reflected in actual sourcing, decisions, portfolio construction, and support.
Read the guide →437 / Scouts
an early marketplace startup: Clarify attribution before assuming an introduction creates compensation rights.
Read the guide →438 / Fund managers
a generalist venture fund: Organize diligence responses around a clear answer, supporting evidence, date, owner, and open item.
Read the guide →439 / Founders
AI document processing: When a partner stops using the product, diagnose access, workflow fit, reliability, incentives, and competing priorities separately.
Read the guide →440 / Angel investors
a hardware startup: Customer reference calls are most useful when they investigate an actual workflow and buying decision.
Read the guide →441 / Limited partners
a micro venture fund: Before meaningful exits, evaluate the available evidence without pretending paper marks are realized performance.
Read the guide →442 / Scouts
a hardware startup: Eligible carry requires an agreement, a defined base, and the events that can create distributable amounts.
Read the guide →443 / Fund managers
a micro venture fund: A first LP update should distinguish capital activity, portfolio evidence, unrealized values, fees, operating changes, and narrative judgment.
Read the guide →444 / Founders
AI customer support agents: Compare complete workflows rather than isolated model outputs.
Read the guide →445 / Angel investors
a consumer product startup: Inspect runway as a dated cash plan with commitments and uncertain receipts.
Read the guide →446 / Limited partners
a cross-border venture fund: IRR depends on cash-flow timing as well as amounts.
Read the guide →447 / Scouts
a consumer product startup: Identify conflicts when a scout works with several funds, invests personally, advises the company, or receives another form of compensation.
Read the guide →448 / Fund managers
a cross-border venture fund: Build an LP data room as an index of evidence for the fund's claims.
Read the guide →449 / Founders
AI voice agents: Answer model-training questions by tracing the actual provider, product tier, configuration, and contract.
Read the guide →450 / Angel investors
a fintech software startup: Model dilution as a change in ownership under explicit assumptions.
Read the guide →451 / Limited partners
a venture fund of funds: A distribution waterfall defines how proceeds are allocated under the specific agreement.
Read the guide →452 / Scouts
a fintech software startup: Use feedback to improve relevance and evidence, not merely to chase a different pitch.
Read the guide →453 / Fund managers
a venture fund of funds: Prepare references who can speak to specific relevant work, with their permission and without scripting an endorsement.
Read the guide →454 / Founders
AI coding tools: Human delivery work belongs in the operating model even when founders perform it without a salary allocation.
Read the guide →455 / Angel investors
a pre-revenue B2B SaaS startup: Assess overlap by the underlying exposures and dependencies of the portfolio, not only company labels.
Read the guide →456 / Limited partners
a first-time venture manager: Test whether fund size, initial checks, reserves, costs, and company count fit together.
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